Demystifying memory access patterns of FPGA-based graph processing accelerators

Author:

Dann Jonas1,Ritter Daniel1,Fröning Holger2

Affiliation:

1. SAP SE, Walldorf, (Germany)

2. Heidelberg University, Heidelberg, (Germany)

Publisher

ACM

Reference29 articles.

1. Junwhan Ahn Sungpack Hong Sungjoo Yoo Onur Mutlu and Kiyoung Choi. 2015. A scalable processing-in-memory accelerator for parallel graph processing. In ISCA. ACM 105--117. Junwhan Ahn Sungpack Hong Sungjoo Yoo Onur Mutlu and Kiyoung Choi. 2015. A scalable processing-in-memory accelerator for parallel graph processing. In ISCA. ACM 105--117.

2. Osama G. Attia Tyler Johnson Kevin Townsend Phillip H. Jones and Joseph Zambreno. 2014. CyGraph: A Reconfigurable Architecture for Parallel Breadth-First Search. In IPDPS. 228--235. Osama G. Attia Tyler Johnson Kevin Townsend Phillip H. Jones and Joseph Zambreno. 2014. CyGraph: A Reconfigurable Architecture for Parallel Breadth-First Search. In IPDPS. 228--235.

3. A Template-Based Design Methodology for Graph-Parallel Hardware Accelerators

4. Maciej Besta Emanuel Peter Robert Gerstenberger Marc Fischer Michal Podstawski Claude Barthels etal 2019. Demystifying Graph Databases: Analysis and Taxonomy of Data Organization System Designs and Graph Queries. CoRR abs/1910.09017 (2019). Maciej Besta Emanuel Peter Robert Gerstenberger Marc Fischer Michal Podstawski Claude Barthels et al. 2019. Demystifying Graph Databases: Analysis and Taxonomy of Data Organization System Designs and Graph Queries. CoRR abs/1910.09017 (2019).

5. Brahim Betkaoui Yu Wang David B. Thomas and Wayne Luk. 2012. A Reconfigurable Computing Approach for Efficient and Scalable Parallel Graph Exploration. In ASAP. 8--15. Brahim Betkaoui Yu Wang David B. Thomas and Wayne Luk. 2012. A Reconfigurable Computing Approach for Efficient and Scalable Parallel Graph Exploration. In ASAP. 8--15.

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1. GraphScale: Scalable Processing on FPGAs for HBM and Large Graphs;ACM Transactions on Reconfigurable Technology and Systems;2023-09-13

2. Distributed large-scale graph processing on FPGAs;Journal of Big Data;2023-06-04

3. A Breadth-First Search Algorithm Accelerator Based on CSCI Graph Data Format;2022 4th International Conference on Natural Language Processing (ICNLP);2022-03

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